Research on the Guidance of Youth Labor Education Based on the “Combination of Education and Production Labor” Program Based on the Deep Learning Model

Table 1

Classification comparison of four models on three classification results.

Model	Network structure	Accuracy
		AGNews	THUCNews	20Newsgroups
SL	LSTM	75.4 ± 1.1	77.5 ± 1.3	71.5 ± 1.3
wM-SL		80.4 ± 1.3	83.2 ± 1.2	75.4 ± 1.3
Mean Teacher		82.1 ± 1.3	86.1 ± 1.3	77.5 ± 1.1
SD-uwM		90.4 ± 1.2	91.4 ± 1.3	85.4 ± 1.2
SL	TextCNN	76.4 ± 1.2	78.4 ± 1.4	71.2 ± 1.2
wM-SL		80.5 ± 1.2	84.5 ± 1.3	75.3 ± 1.2
Mean Teacher		83.6 ± 1.1	86.1 ± 1.5	78.1 ± 1.3
SD-uwM		91.2 ± 1.3	92.2 ± 1.3	86.2 ± 1.1